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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.
HIVEP1 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
3.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
HIVEP1 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
29.8
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
62.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
54.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
53.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
52.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
51.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
49.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
48.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
47.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
46.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
46.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
45.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
45.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
45.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
45.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
45.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
45.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
44.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
44.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
43.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
43.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
43.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
43.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
42.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
42.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
42.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
42.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
42.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
42.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
41.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
41.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
40.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
40.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
40.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
39.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
39.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
39.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
39.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
38.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
38.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
38.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
38.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
37.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
37.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
37.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
37.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
37.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
37.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
37.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
36.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
36.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
36.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
36.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
36.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
36.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
35.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
35.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
35.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
34.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
34.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
34.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
34.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
33.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
33.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
33.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
33.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
32.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
31.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
31.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
29.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
HIVEP1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
HIVEP1 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
29.1
Number of samples
207
Samples
Sample
Description
TPM
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
60.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
54.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
51.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
49.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
48.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
47.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
44.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
43.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
42.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
42.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
41.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
40.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
40.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
40.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
39.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
39.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
39.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
39.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
37.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
35.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
35.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
35.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
35.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
34.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
33.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
32.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
32.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
32.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
32.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
29.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.1
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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
