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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.
THAP6 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
6.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
THAP6 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
17.4
Number of samples
486
Samples
Sample
Description
TPM
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
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.
THAP6 is potential prognostic, high expression is favorable 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
6.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.1
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.
THAP6 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
18.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
95.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.1
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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
