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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.
KLF9 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
6.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 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.
KLF9 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
19.4
Number of samples
486
Samples
Sample
Description
TPM
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
65.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
60.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
52.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
51.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
51.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
50.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
50.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
49.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
49.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
47.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
44.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
44.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
43.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
43.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
43.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
43.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
42.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
40.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
39.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
39.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
38.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
38.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
37.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
36.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
35.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
35.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
34.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
31.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
7.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
5.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
4.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
4.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
4.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
4.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
KLF9 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
5.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
KLF9 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
17.7
Number of samples
207
Samples
Sample
Description
TPM
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
75.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
62.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
59.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
56.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
56.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
51.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
50.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
48.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
47.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
44.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
43.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
43.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
41.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
41.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
41.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
40.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
40.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
38.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
35.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
35.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
32.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
6.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
3.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.1
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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.
The Human Protein Atlas project is funded
