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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.
KLF13 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
10.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
40.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
30.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
1.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
KLF13 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
32.4
Number of samples
486
Samples
Sample
Description
TPM
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
92.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
89.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
88.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
87.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
86.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
83.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
80.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
80.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
77.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
76.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
76.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
75.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
75.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
75.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
75.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
73.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
73.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
72.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
72.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
71.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
71.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
70.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
70.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
69.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
69.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
68.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
67.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
67.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
66.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
66.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
65.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
64.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
64.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
64.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
63.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
62.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
62.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
60.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
59.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
59.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
59.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
59.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
59.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
58.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
58.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
58.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
58.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
58.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
58.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
58.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
58.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
58.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
58.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
57.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
55.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
54.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
54.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
54.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
54.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
54.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
54.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
54.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
53.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
53.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
53.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
53.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
53.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
52.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
52.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
52.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
51.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
51.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
51.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
50.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
50.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
50.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
50.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
50.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
49.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
49.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
48.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
48.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
48.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
47.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
47.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
47.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
46.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
46.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
46.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
46.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
45.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
45.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
45.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
45.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
45.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
45.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
44.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
44.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
44.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
44.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
44.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
44.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
43.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
43.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
43.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
43.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
43.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
43.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
43.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
43.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
42.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
42.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
42.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
42.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
42.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
41.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
41.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
41.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
41.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
41.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
40.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
40.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
40.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
40.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
40.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
39.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
39.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
39.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
39.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
39.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
39.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
38.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
38.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
38.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
38.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
38.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
38.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
38.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
38.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
38.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
37.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
37.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
37.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
37.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
37.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
37.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
37.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
36.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
36.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
36.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
36.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
36.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
36.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
35.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
35.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
35.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
35.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
35.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
34.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
34.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
34.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
33.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
33.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
33.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
33.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
31.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
6.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
5.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
4.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
3.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
3.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
2.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
1.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLF13 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
8.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 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.
KLF13 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
28.7
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
72.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
72.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
70.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
67.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
65.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
61.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
61.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
61.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
60.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
60.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
59.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
59.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
58.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
58.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
56.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
56.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
55.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
54.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
54.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
54.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
53.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
53.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
51.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
51.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
50.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
49.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
48.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
48.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
47.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
46.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
44.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
44.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
43.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
43.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
42.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
42.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
41.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
41.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
41.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
39.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
39.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
39.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
39.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
39.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
38.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
38.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
37.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
37.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
35.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
35.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
35.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
33.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
33.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
33.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
33.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
32.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
31.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
31.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
28.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
4.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
4.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
2.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
