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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.
NAT9 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
20.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
43.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
41.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
40.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
39.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
37.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
36.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
35.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
34.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
34.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
33.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
33.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
33.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
32.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
31.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
29.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
28.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
28.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
26.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
25.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
23.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
22.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 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.
NAT9 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
15.5
Number of samples
486
Samples
Sample
Description
TPM
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
NAT9 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
20.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
60.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
42.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
41.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
40.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
39.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
32.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
29.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NAT9 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
16.4
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.0
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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.