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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.
ZFHX3 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
2.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
1.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
1.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
1.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
1.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
ZFHX3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.4
Number of samples
486
Samples
Sample
Description
TPM
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
284.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
188.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
106.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
83.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
66.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
64.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
57.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 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.
ZFHX3 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
2.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
2.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
1.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
ZFHX3 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
17.9
Number of samples
207
Samples
Sample
Description
TPM
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
91.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
79.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
46.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
36.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
36.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
7.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.2
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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.