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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.
GINS1 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
11.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
45.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
43.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
24.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
23.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 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.
GINS1 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
11.0
Number of samples
486
Samples
Sample
Description
TPM
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
7.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
6.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
6.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
6.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
5.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
5.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
5.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
5.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
5.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
5.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
5.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
5.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
5.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
5.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
5.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
5.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
5.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
5.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
4.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
4.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
4.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
4.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
4.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
4.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
4.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
4.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
4.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
4.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
4.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
4.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
4.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
4.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
4.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
4.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
4.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
4.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
4.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
3.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
3.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
3.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
3.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
3.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
3.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
3.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
3.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
3.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
3.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
3.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
3.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
2.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
2.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
1.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
GINS1 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
11.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
25.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 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.
GINS1 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
10.7
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
6.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
6.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
5.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
5.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
5.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
5.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
5.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
4.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
4.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
4.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
4.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
4.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
3.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
3.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
3.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
3.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
3.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
3.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
3.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
2.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
2.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
2.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
2.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
2.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
2.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
2.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
