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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.
HIPK2 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
5.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HIPK2 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
42.3
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
292.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
143.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
133.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
119.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
106.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
105.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
97.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
88.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
88.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
88.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
86.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
85.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
84.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
83.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
82.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
79.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
79.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
75.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
74.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
74.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
74.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
72.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
72.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
71.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
70.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
69.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
69.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
69.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
69.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
69.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
68.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
68.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
67.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
67.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
67.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
67.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
65.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
65.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
64.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
63.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
63.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
62.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
62.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
62.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
62.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
61.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
61.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
61.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
60.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
60.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
59.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
59.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
59.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
59.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
59.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
58.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
58.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
58.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
58.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
58.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
57.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
57.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
57.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
57.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
56.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
56.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
56.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
56.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
56.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
56.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
56.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
56.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
56.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
56.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
56.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
56.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
55.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
55.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
55.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
55.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
55.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
55.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
55.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
55.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
55.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
54.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
54.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
54.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
54.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
54.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
54.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
53.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
53.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
53.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
53.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
53.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
52.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
52.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
52.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
51.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
51.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
51.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
51.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
51.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
51.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
51.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
50.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
50.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
50.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
50.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
50.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
50.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
50.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
50.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
50.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
49.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
49.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
49.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
49.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
49.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
49.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
49.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
49.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
49.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
49.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
48.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
48.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
48.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
48.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
48.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
48.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
48.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
47.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
47.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
47.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
47.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
47.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
47.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
47.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
46.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
46.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
46.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
46.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
46.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
46.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
46.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
46.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
46.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
46.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
46.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
46.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
46.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
46.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
46.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
45.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
45.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
45.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
45.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
45.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
45.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
45.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
45.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
45.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
45.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
44.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
44.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
44.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
44.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
44.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
44.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
44.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
44.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
44.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
44.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
44.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
44.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
43.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
43.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
43.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
43.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
43.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
43.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
43.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
43.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
43.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
43.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
43.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
43.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
42.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
42.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
42.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
42.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
42.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
42.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
42.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
42.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
42.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
42.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
42.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
41.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
41.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
41.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
41.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
41.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
41.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
41.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
41.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
41.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
41.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
41.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
41.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
41.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
41.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
41.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
41.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
40.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
40.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
40.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
40.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
40.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
40.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
40.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
40.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
39.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
39.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
39.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
39.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
39.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
39.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
39.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
39.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
39.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
39.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
39.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
39.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
39.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
39.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
38.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
38.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
38.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
38.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
38.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
38.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
38.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
38.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
38.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
38.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
38.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
38.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
38.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
38.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
37.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
37.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
37.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
37.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
37.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
37.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
36.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
36.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
36.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
36.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
36.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
36.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
36.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
35.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
35.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
35.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
34.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
34.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
34.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
34.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
34.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
33.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
33.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
32.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
31.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
30.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
29.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.0
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.
HIPK2 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
4.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.0
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
1.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
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.
HIPK2 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
37.1
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
137.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
94.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
88.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
69.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
68.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
68.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
68.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
64.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
63.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
61.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
60.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
59.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
59.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
57.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
57.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
54.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
53.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
53.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
53.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
53.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
52.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
52.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
51.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
51.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
50.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
50.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
50.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
50.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
49.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
49.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
49.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
48.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
48.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
48.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
47.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
47.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
47.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
47.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
47.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
47.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
47.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
47.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
46.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
46.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
45.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
45.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
45.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
45.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
44.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
43.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
43.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
43.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
42.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
42.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
42.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
42.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
42.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
42.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
42.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
42.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
42.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
42.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
41.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
41.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
41.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
40.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
40.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
40.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
40.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
39.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
39.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
39.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
39.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
39.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
39.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
38.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
38.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
38.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
37.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
37.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
37.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
37.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
37.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
37.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
36.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
36.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
36.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
36.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
35.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
35.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
35.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
35.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
35.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
34.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
34.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
34.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
34.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
33.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
33.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
32.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
31.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
31.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
31.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
31.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
27.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
