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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.
KCTD20 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
18.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
47.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
42.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
41.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
41.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
38.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
38.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
35.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
25.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
24.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
KCTD20 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
36.7
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
80.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
70.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
66.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
65.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
64.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
62.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
62.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
61.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
60.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
60.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
57.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
57.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
55.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
54.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
54.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
53.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
53.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
53.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
53.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
53.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
52.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
52.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
52.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
52.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
51.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
51.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
50.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
50.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
50.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
50.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
49.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
49.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
49.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
48.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
48.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
48.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
48.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
48.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
48.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
47.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
47.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
47.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
47.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
47.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
47.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
47.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
46.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
46.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
46.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
46.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
46.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
46.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
45.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
45.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
45.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
45.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
45.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
45.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
45.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
45.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
45.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
45.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
45.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
45.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
45.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
45.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
45.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
44.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
44.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
44.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
44.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
44.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
44.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
44.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
44.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
44.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
44.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
44.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
44.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
43.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
43.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
43.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
43.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
43.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
43.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
43.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
43.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
43.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
43.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
43.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
43.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
43.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
43.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
43.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
43.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
43.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
43.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
43.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
42.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
42.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
42.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
42.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
42.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
42.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
42.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
42.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
42.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
42.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
42.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
42.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
42.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
41.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
41.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
41.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
41.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
41.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
41.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
41.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
41.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
41.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
41.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
41.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
41.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
41.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
41.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
41.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
41.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
41.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
41.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
41.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
41.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
40.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
40.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
40.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
40.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
40.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
40.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
40.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
40.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
40.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
40.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
40.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
40.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
40.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
40.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
40.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
40.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
39.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
39.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
39.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
39.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
39.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
39.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
39.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
39.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
39.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
39.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
39.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
39.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
39.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
39.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
39.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
38.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
38.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
38.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
38.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
38.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
38.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
38.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
38.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
38.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
37.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
37.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
37.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
37.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
37.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
37.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
37.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
37.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
37.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
36.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
36.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
36.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
36.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
36.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
36.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
36.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
36.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
36.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
36.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
35.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
35.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
35.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
35.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
34.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
34.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
34.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
34.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
34.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
34.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
34.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
34.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
33.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
33.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
33.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
33.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
33.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
33.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
32.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
32.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
32.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
32.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
31.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
30.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
30.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
29.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
29.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KCTD20 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
19.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
39.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.6
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.
KCTD20 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
35.8
Number of samples
207
Samples
Sample
Description
TPM
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
63.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
57.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
55.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
54.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
53.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
51.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
51.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
49.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
49.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
49.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
49.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
49.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
48.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
48.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
48.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
47.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
47.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
47.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
46.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
46.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
45.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
45.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
45.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
45.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
45.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
44.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
44.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
44.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
44.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
44.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
44.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
44.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
44.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
44.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
43.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
43.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
43.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
43.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
42.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
42.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
42.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
42.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
42.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
42.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
42.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
42.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
42.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
42.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
41.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
41.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
41.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
41.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
41.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
41.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
40.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
40.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
40.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
40.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
40.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
40.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
40.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
39.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
39.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
39.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
39.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
39.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
39.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
38.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
38.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
38.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
38.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
38.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
37.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
37.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
37.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
37.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
37.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
37.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
36.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
36.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
36.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
36.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
36.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
35.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
35.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
35.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
35.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
35.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
35.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
34.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
34.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
34.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
34.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
33.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
33.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
33.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
33.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
32.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
32.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
31.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
31.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
31.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
29.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.