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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.
NMRAL1 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
32.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
73.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
69.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
67.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
63.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
61.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
59.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
58.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
57.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
57.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
53.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
53.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
53.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
52.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
52.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
51.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
51.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
51.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
51.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
51.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
50.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
50.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
50.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
50.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
49.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
48.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
48.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
46.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
46.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
45.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
45.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
44.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
44.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
44.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
44.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
43.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
43.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
43.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
43.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
43.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
42.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
42.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
41.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
41.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
41.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
41.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
41.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
40.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
40.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
40.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
40.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
40.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
40.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
39.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
39.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
39.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
39.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
39.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
39.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
39.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
39.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
38.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
38.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
38.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
38.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
38.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
38.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
38.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
38.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
37.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
37.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
37.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
37.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
37.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
36.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
36.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
36.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
35.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
35.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
35.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
35.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
35.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
35.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
35.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
35.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
35.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
35.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
35.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
34.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
34.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
34.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
34.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
34.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
33.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
33.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
33.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
33.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
33.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
32.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
32.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
31.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
31.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
31.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
31.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
31.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
31.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
30.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
30.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
30.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
30.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
29.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
29.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
28.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
28.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
28.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
26.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 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.
NMRAL1 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
22.8
Number of samples
486
Samples
Sample
Description
TPM
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
48.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
45.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
45.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
42.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
42.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
42.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
42.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
41.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
39.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
38.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
34.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
34.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
30.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
6.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
4.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
4.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
3.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
3.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
1.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
1.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NMRAL1 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
31.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
81.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
65.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
63.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
52.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
48.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
47.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
44.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
43.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
43.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
42.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
42.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
42.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
42.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
41.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
41.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
40.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
40.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
39.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
38.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
38.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
38.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
37.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
36.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
36.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
36.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
35.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
35.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
34.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
34.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
33.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
32.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
32.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
30.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
28.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
28.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
27.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
24.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 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.
NMRAL1 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
20.8
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
43.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
36.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
1.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.9
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
0.7
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.7
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.7
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.8
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.8
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.9
963fc8db-f412-4427-a198-23f660_D2
Normal
-1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-1.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-1.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-1.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-1.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-2.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.