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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.
NEMP1 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
6.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
NEMP1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.8
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
6.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
6.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
NEMP1 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
6.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.9
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.
NEMP1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.0
Number of samples
207
Samples
Sample
Description
TPM
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
4.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.9
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
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
