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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.
HOXB3 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
17.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
101.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
82.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
72.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
72.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
68.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
61.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
59.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
53.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
48.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
48.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
46.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
46.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
46.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
45.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
43.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
43.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
43.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
42.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
40.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
38.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
38.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
38.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
36.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
36.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
35.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
35.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
34.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
33.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
32.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
32.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
31.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
31.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
30.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
30.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
30.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
30.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
25.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
HOXB3 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
37.3
Number of samples
486
Samples
Sample
Description
TPM
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
160.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
137.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
134.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
134.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
123.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
107.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
105.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
102.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
101.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
100.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
99.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
98.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
98.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
95.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
95.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
95.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
90.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
89.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
89.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
89.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
87.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
86.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
83.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
82.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
80.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
79.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
79.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
79.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
79.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
77.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
77.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
77.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
75.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
75.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
75.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
74.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
73.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
73.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
72.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
71.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
71.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
71.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
71.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
70.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
70.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
69.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
68.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
68.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
67.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
67.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
66.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
66.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
64.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
64.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
64.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
63.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
63.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
63.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
62.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
62.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
62.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
62.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
62.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
62.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
61.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
61.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
61.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
60.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
60.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
60.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
60.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
59.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
59.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
59.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
59.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
58.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
58.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
58.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
57.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
57.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
57.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
57.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
57.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
57.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
56.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
56.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
56.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
55.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
55.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
55.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
55.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
55.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
55.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
55.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
55.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
55.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
55.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
54.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
54.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
54.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
54.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
54.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
53.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
53.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
53.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
53.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
53.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
53.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
53.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
52.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
52.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
52.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
52.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
51.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
51.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
51.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
51.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
51.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
51.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
51.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
50.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
50.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
50.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
50.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
49.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
49.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
49.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
49.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
49.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
48.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
48.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
48.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
48.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
47.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
47.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
47.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
47.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
47.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
46.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
46.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
46.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
46.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
46.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
46.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
45.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
45.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
45.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
45.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
45.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
45.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
45.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
45.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
44.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
44.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
44.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
44.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
44.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
43.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
43.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
43.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
43.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
43.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
43.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
42.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
42.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
42.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
42.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
41.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
41.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
41.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
41.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
41.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
40.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
40.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
40.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
40.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
39.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
39.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
38.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
38.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
38.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
38.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
37.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
37.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
37.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
37.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
36.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
36.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
36.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
36.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
35.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
35.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
34.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
34.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
34.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
34.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
32.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
31.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
6.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
6.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
4.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
3.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
3.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
3.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
3.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
3.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
2.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
2.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.2
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.
HOXB3 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
13.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
44.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
42.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
34.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
34.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
32.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
31.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
30.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 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.
HOXB3 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
34.3
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
176.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
149.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
100.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
99.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
99.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
98.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
97.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
93.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
91.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
83.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
79.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
78.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
77.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
77.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
76.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
73.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
69.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
68.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
66.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
66.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
61.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
61.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
59.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
59.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
59.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
59.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
57.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
57.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
57.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
54.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
53.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
51.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
50.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
49.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
48.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
47.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
47.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
47.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
47.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
46.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
45.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
45.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
45.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
44.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
44.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
43.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
43.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
42.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
42.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
42.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
42.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
41.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
41.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
40.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
39.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
39.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
39.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
38.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
38.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
38.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
37.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
37.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
36.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
35.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
35.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
34.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
31.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
30.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
6.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
