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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.
KLF2 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
9.4
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
47.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
40.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
36.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
36.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
34.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
27.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
26.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
2.8
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
2.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 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.
KLF2 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
28.3
Number of samples
486
Samples
Sample
Description
TPM
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
159.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
157.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
104.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
96.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
88.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
80.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
79.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
73.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
73.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
67.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
67.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
66.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
66.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
66.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
66.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
66.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
64.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
63.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
63.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
61.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
59.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
58.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
57.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
56.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
56.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
56.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
56.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
55.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
55.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
55.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
55.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
55.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
55.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
54.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
54.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
53.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
53.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
52.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
52.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
51.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
51.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
50.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
50.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
50.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
50.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
49.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
49.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
49.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
49.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
48.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
48.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
48.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
48.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
47.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
47.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
47.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
47.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
47.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
47.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
47.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
46.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
46.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
46.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
46.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
46.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
45.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
45.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
45.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
45.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
44.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
44.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
44.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
43.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
43.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
43.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
42.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
42.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
42.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
42.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
41.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
41.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
41.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
40.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
40.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
40.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
39.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
39.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
39.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
39.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
39.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
38.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
38.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
37.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
37.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
37.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
37.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
37.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
36.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
36.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
36.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
36.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
36.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
35.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
35.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
33.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
30.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLF2 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
8.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
35.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
KLF2 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
30.6
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
199.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
127.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
101.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
96.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
85.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
69.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
68.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
67.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
66.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
66.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
65.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
65.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
65.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
63.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
61.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
60.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
60.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
59.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
57.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
57.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
56.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
55.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
53.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
53.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
51.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
51.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
50.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
48.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
48.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
47.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
47.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
45.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
45.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
45.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
44.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
44.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
44.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
43.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
42.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
42.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
42.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
41.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
40.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
40.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
40.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
39.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
39.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
39.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
38.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
38.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
38.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
37.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
37.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
36.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
36.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
35.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
33.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
33.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
32.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
32.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
27.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
26.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.1
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
