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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.
SMC3 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
16.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
37.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
34.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
33.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
SMC3 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
20.7
Number of samples
486
Samples
Sample
Description
TPM
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
48.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
45.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
42.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
41.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
38.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
35.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
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.
SMC3 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
17.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
32.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.4
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.
SMC3 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
19.2
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
30.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
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Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
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Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
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Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
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Normal
0.0
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Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
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Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
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Normal
0.0
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Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
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Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
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Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
