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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.
NAF1 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
7.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
NAF1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.7
Number of samples
486
Samples
Sample
Description
TPM
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
42.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.6
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.
NAF1 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
7.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.6
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.
NAF1 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
14.5
Number of samples
207
Samples
Sample
Description
TPM
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
1.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
1.5
8cc7e656-0152-4359-8566-0581c3
Tumor
1.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.8
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-1.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-1.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-1.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-1.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-1.4
b2400046-1d25-429d-a821-6040a6
Tumor
-1.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-1.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
