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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.
MIS18BP1 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
7.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 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.
MIS18BP1 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
14.3
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MIS18BP1 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
7.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
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.
MIS18BP1 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
14.0
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
