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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.
NSMCE4A 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
24.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
54.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
50.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
50.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
48.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
44.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
42.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
42.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
40.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
40.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
39.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
39.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
38.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
38.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
38.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
37.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
36.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
36.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
36.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
35.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
34.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
34.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
33.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
33.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
32.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
32.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
31.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
31.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
31.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
30.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
30.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
29.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
29.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
29.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
29.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
28.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
27.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
27.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
26.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
25.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
25.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
25.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
24.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
23.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 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.
NSMCE4A 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
25.1
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
51.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
49.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
44.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
44.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
43.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
43.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
43.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
42.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
41.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
40.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
40.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
40.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
39.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
39.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
39.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
39.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
38.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
37.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
36.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
NSMCE4A 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
23.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
39.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
39.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
36.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
35.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
34.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
33.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
32.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
31.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
30.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
30.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
29.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
28.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
25.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NSMCE4A 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
23.0
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
42.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
37.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
36.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
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
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
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
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
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
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
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
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
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
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
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
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
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
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.