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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.
ZSWIM6 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 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.
ZSWIM6 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
13.5
Number of samples
486
Samples
Sample
Description
TPM
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
6.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
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.
ZSWIM6 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
3.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZSWIM6 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
13.3
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
