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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.
THSD4 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
3.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
1.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
1.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
1.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 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.
THSD4 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
8.9
Number of samples
486
Samples
Sample
Description
TPM
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
39.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
7.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
6.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
6.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
6.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
6.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
6.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
6.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
5.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
5.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
5.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
5.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
5.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
5.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
5.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
5.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
5.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
5.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
5.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
5.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
5.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
4.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
4.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
4.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
4.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
4.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
4.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
4.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
4.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
4.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
4.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
4.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
4.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
4.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
4.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
4.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
4.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
4.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
4.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
4.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
4.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
4.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
4.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
3.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
3.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
3.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
3.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
3.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
3.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
3.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
3.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
3.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
3.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
3.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
3.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
3.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
3.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
3.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
3.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
3.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
3.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
3.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
2.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
2.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
2.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
2.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
2.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
2.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
2.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
2.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
2.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
2.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
2.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
2.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
2.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
2.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
2.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
2.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
2.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
2.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
2.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
2.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
1.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
1.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
1.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
1.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
1.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
1.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
1.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
1.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
1.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
1.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
1.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
1.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
1.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
1.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
1.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
1.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
1.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
1.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
1.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
0.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
0.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
0.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
0.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
0.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
0.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
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.
THSD4 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
THSD4 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
10.7
Number of samples
207
Samples
Sample
Description
TPM
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
41.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
6.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
6.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
5.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
5.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
5.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
5.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
5.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
5.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
5.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
4.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
4.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
4.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
4.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
4.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
3.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
3.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
3.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
3.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
2.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
2.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
1.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
1.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
1.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
1.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.9
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.8
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.8
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.8
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.8
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.9
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.1
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
