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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.
KAT6A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
43.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
31.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
KAT6A 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
34.8
Number of samples
486
Samples
Sample
Description
TPM
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
86.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
72.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
70.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
65.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
64.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
64.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
60.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
60.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
59.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
59.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
59.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
58.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
58.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
58.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
56.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
56.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
55.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
54.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
54.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
54.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
54.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
54.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
53.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
53.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
53.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
52.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
52.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
52.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
52.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
51.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
51.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
51.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
51.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
51.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
50.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
50.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
50.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
50.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
49.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
49.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
49.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
48.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
48.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
48.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
48.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
47.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
47.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
47.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
46.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
46.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
46.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
46.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
45.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
45.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
45.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
45.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
44.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
44.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
44.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
44.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
44.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
44.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
44.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
44.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
43.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
43.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
43.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
43.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
43.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
43.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
42.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
42.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
42.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
42.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
42.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
42.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
42.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
42.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
42.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
42.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
42.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
42.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
42.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
42.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
42.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
41.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
41.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
41.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
41.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
41.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
41.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
41.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
41.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
41.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
41.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
40.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
40.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
40.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
40.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
40.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
40.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
40.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
40.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
40.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
40.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
40.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
40.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
39.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
39.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
39.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
39.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
39.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
39.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
39.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
39.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
39.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
38.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
38.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
38.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
38.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
38.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
38.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
38.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
38.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
38.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
38.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
37.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
37.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
37.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
37.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
37.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
37.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
37.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
37.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
37.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
36.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
36.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
36.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
36.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
36.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
36.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
36.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
35.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
35.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
35.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
34.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
34.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
34.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
34.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
34.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
33.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
33.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
33.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
33.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
33.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
32.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
KAT6A 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
9.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
34.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
KAT6A 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
33.3
Number of samples
207
Samples
Sample
Description
TPM
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
93.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
70.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
70.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
63.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
61.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
57.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
56.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
56.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
56.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
51.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
50.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
49.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
49.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
49.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
48.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
48.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
47.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
46.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
46.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
45.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
45.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
44.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
44.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
44.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
44.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
43.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
41.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
41.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
41.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
41.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
40.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
40.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
40.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
40.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
39.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
39.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
39.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
39.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
39.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
39.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
37.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
37.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
37.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
36.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
36.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
35.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
35.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
35.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
34.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
34.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
34.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
33.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
33.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
32.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
32.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
30.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
29.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
27.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
22.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
