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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.
NAA30 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
7.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 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.
NAA30 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
12.8
Number of samples
486
Samples
Sample
Description
TPM
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
37.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
33.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
NAA30 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
8.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
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.
NAA30 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
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
1.8
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
1.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.9
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.8
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.7
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
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
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
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
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
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
