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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.
MNAT1 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
15.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
57.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
33.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
27.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 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.
MNAT1 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
14.9
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
44.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
6.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
5.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
MNAT1 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
15.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
27.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MNAT1 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
12.2
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
5.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
2.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
1.9
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.9
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
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
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
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
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
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_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
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
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
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
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
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_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
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
