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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.
ZNF518A 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
4.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
54.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 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.
ZNF518A 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
15.4
Number of samples
486
Samples
Sample
Description
TPM
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
38.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.7
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.
ZNF518A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
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.
ZNF518A 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
14.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
43.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
1.7
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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
