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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.
SMAD1 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
13.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMAD1 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
29.4
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
53.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
49.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
49.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
48.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
48.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
47.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
46.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
46.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
45.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
45.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
45.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
44.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
44.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
44.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
43.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
42.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
42.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
41.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
41.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
41.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
41.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
41.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
41.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
40.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
40.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
40.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
40.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
40.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
40.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
39.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
39.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
39.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
39.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
38.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
38.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
38.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
37.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
36.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
36.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
36.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
36.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
36.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
35.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
34.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
33.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
33.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
32.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
32.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
32.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
SMAD1 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
13.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
33.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMAD1 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
28.6
Number of samples
207
Samples
Sample
Description
TPM
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
68.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
52.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
49.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
49.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
43.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
42.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
41.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
39.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
39.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
39.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
38.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
38.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
37.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
36.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
36.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
35.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
35.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
34.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
33.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
33.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
33.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
31.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
31.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
29.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
25.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
