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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.
ZNF571 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
2.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
1.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
1.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
1.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 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.
ZNF571 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
12.1
Number of samples
486
Samples
Sample
Description
TPM
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
7.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
7.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
6.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
6.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
5.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
5.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
5.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
5.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
5.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
5.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF571 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
2.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
1.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
1.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF571 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
13.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
120.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
7.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.0
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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.
The Human Protein Atlas project is funded
