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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.
SUDS3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
47.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
36.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
36.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
34.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 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.
SUDS3 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
26.9
Number of samples
486
Samples
Sample
Description
TPM
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
60.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
53.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
52.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
49.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
45.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
43.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
41.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
40.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
40.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
40.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
39.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
38.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
37.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
37.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
37.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
36.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
36.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
36.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
35.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
34.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
33.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
32.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
SUDS3 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
16.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.2
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.
SUDS3 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
26.2
Number of samples
207
Samples
Sample
Description
TPM
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
50.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
49.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
44.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
43.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
42.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
39.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
39.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
36.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
35.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
34.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
34.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
32.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.7
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.8
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-1.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-1.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_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
