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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.
KANK2 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
24.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
203.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
122.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
104.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
85.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
83.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
75.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
69.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
68.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
67.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
67.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
66.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
63.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
62.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
59.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
58.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
57.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
57.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
55.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
55.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
52.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
52.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
52.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
51.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
50.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
50.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
49.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
47.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
46.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
46.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
45.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
44.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
44.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
43.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
42.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
42.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
42.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
42.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
41.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
41.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
39.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
38.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
38.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
35.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
35.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
34.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
33.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
32.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
32.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
31.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
30.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
30.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
KANK2 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
35.1
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
575.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
168.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
138.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
128.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
93.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
85.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
85.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
85.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
82.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
81.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
80.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
80.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
78.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
78.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
77.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
75.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
74.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
74.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
74.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
71.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
71.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
70.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
69.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
68.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
68.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
68.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
67.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
67.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
64.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
64.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
64.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
63.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
62.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
62.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
60.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
60.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
60.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
60.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
60.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
59.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
58.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
58.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
58.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
56.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
55.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
55.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
54.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
54.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
53.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
53.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
52.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
52.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
52.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
52.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
52.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
52.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
51.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
51.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
51.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
51.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
51.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
51.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
50.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
50.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
50.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
49.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
49.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
49.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
49.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
48.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
48.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
47.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
47.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
47.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
46.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
46.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
46.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
46.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
46.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
46.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
46.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
46.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
46.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
46.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
45.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
45.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
45.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
45.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
45.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
45.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
44.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
44.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
44.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
44.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
44.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
44.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
44.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
44.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
44.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
44.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
43.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
43.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
43.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
43.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
43.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
43.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
42.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
42.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
42.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
41.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
41.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
41.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
40.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
40.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
40.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
40.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
40.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
40.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
40.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
40.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
39.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
39.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
39.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
39.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
39.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
38.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
38.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
38.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
38.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
38.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
37.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
37.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
36.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
36.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
35.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
35.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
35.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
33.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
33.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KANK2 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
26.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
96.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
93.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
84.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
65.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
62.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
60.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
58.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
57.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
48.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
47.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
47.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
44.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
43.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
41.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
39.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
39.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
38.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
38.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
38.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
36.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
34.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
33.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
33.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
32.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
KANK2 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
37.5
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
155.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
145.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
137.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
116.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
116.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
107.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
107.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
105.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
103.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
98.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
96.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
87.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
87.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
86.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
84.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
81.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
79.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
75.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
75.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
71.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
71.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
69.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
65.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
64.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
63.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
63.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
62.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
61.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
60.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
58.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
57.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
55.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
55.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
55.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
54.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
54.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
53.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
53.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
52.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
51.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
50.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
50.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
49.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
49.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
49.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
48.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
48.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
48.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
48.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
47.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
46.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
46.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
44.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
44.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
43.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
42.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
42.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
40.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
39.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
39.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
38.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
37.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
37.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
37.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
37.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
36.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
35.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
34.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
34.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
31.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
2.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.9
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
1.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
1.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
1.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
1.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
1.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
1.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
1.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.9
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.9
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.8
82157a70-12f1-4913-b548-d98881_D2
Normal
0.8
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.8
41a04113-2061-4923-bca5-da586c_D2
Normal
0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.8
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.7
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.6
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.7
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.7
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.7
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.7
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.8
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.8
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.8
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.8
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.9
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.9
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.9
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.9
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.9
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.9
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.9
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-1.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-1.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-1.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-1.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-1.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.7
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
