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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.
SMYD4 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
3.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
SMYD4 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
10.5
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
7.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
7.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
7.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
6.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
6.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
5.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
4.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
SMYD4 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
3.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.2
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.
SMYD4 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
10.6
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
32.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
7.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
7.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
5.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
4.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.4
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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
