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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.
NSMCE2 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
22.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
63.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
60.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
59.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
57.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
52.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
50.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
49.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
48.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
46.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
45.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
45.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
45.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
43.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
43.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
40.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
40.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
40.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
40.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
39.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
39.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
38.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
38.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
38.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
38.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
37.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
36.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
36.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
35.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
34.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
33.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
33.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
33.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
33.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
32.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
32.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
31.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
31.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
30.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
29.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
28.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
28.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
28.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
27.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
27.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 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.
NSMCE2 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
17.6
Number of samples
486
Samples
Sample
Description
TPM
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
255.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
55.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
40.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
38.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
31.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
NSMCE2 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
24.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
58.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
51.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
50.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
47.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
44.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
44.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
40.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
38.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
38.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
35.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
35.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
35.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
34.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
33.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
32.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
32.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
31.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
31.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
30.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
28.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
27.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
27.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
27.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.0
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.
NSMCE2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.9
Number of samples
207
Samples
Sample
Description
TPM
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
51.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
33.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
1.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.9
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
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
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
