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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.
ZNF652 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
2.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
1.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF652 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
14.0
Number of samples
486
Samples
Sample
Description
TPM
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
ZNF652 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
1.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
2.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
1.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
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.
ZNF652 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.4
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
1.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.9
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.8
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
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
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
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
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
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
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
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
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
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
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
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
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
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
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
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
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
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
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
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
