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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.
INTS12 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
14.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
23.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
INTS12 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
19.6
Number of samples
486
Samples
Sample
Description
TPM
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
39.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
INTS12 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
INTS12 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
17.6
Number of samples
207
Samples
Sample
Description
TPM
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
2.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
2.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.7
1c070992-647b-4173-a481-904c4d_D2
Normal
1.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
1.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
1.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
1.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.9
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.9
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
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
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
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
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
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
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
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
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
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_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
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_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
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
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
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
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
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
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
