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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.
SUSD1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
34.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 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.
SUSD1 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
23.4
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
69.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
64.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
59.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
53.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
49.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
49.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
46.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
43.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
41.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
41.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
40.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
40.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
39.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
39.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
39.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
39.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
37.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
36.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
36.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
36.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
34.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
32.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
30.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SUSD1 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
8.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.8
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.
SUSD1 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
24.1
Number of samples
207
Samples
Sample
Description
TPM
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
57.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
51.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
41.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
40.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
39.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
39.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
38.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
37.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
35.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
32.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
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
