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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.
KLF7 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
1.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
KLF7 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
18.0
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
64.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
54.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
49.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
47.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
44.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
36.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
35.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
35.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
6.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
5.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
5.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
4.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
4.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
3.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
3.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.8
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.
KLF7 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
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 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.
KLF7 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
19.0
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
53.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
48.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
45.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
36.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
34.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
31.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
5.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
4.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
