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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.
HERC1 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
5.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
48.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
42.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
34.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
HERC1 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
30.6
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
58.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
54.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
53.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
53.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
53.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
52.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
51.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
51.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
49.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
48.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
48.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
47.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
47.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
47.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
46.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
46.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
46.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
45.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
44.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
44.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
44.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
44.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
44.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
43.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
43.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
42.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
42.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
42.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
42.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
42.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
41.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
41.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
41.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
41.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
41.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
41.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
41.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
40.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
40.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
40.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
40.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
40.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
40.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
40.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
39.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
39.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
39.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
39.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
39.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
39.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
39.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
39.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
38.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
38.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
38.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
38.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
38.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
38.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
38.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
37.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
36.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
36.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
36.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
36.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
35.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
35.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
35.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
35.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
34.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
34.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
34.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
34.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
34.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
34.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
33.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
32.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
HERC1 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
4.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HERC1 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
27.9
Number of samples
207
Samples
Sample
Description
TPM
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
47.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
43.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
42.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
41.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
41.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
41.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
41.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
39.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
39.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
38.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
36.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
36.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
36.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
35.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
34.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
34.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
34.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
32.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
32.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
29.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
28.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
28.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
26.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
2.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
2.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
2.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.9
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.8
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.8
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.7
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.7
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.7
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.7
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.8
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.9
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.9
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.9
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.9
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-1.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-1.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-1.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-1.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
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
