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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.
NSMF is potential prognostic, high expression is unfavorable 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
40.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
478.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
324.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
268.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
224.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
141.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
137.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
93.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
82.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
81.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
75.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
72.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
69.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
67.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
67.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
67.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
66.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
64.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
64.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
63.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
62.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
59.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
59.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
59.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
58.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
58.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
57.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
57.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
55.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
55.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
54.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
52.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
52.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
52.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
52.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
51.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
51.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
51.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
51.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
51.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
51.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
51.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
50.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
50.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
50.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
49.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
49.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
49.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
49.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
48.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
47.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
46.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
46.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
46.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
46.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
46.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
46.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
45.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
45.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
45.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
45.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
45.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
44.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
44.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
43.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
43.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
43.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
43.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
43.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
42.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
42.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
41.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
41.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
41.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
41.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
41.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
41.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
40.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
40.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
40.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
40.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
39.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
39.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
39.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
39.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
39.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
39.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
39.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
38.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
38.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
38.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
38.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
38.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
37.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
37.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
37.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
37.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
37.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
37.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
36.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
36.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
36.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
36.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
35.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
35.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
35.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
34.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
34.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
34.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
34.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
34.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
34.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
33.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
33.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
33.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
32.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
32.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
32.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
32.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
32.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
32.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
30.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
30.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
29.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
29.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
29.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
29.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
28.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
27.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
27.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
26.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
25.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
24.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
21.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 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.
NSMF 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
44.6
Number of samples
486
Samples
Sample
Description
TPM
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
686.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
540.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
483.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
355.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
340.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
225.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
178.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
141.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
128.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
126.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
121.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
106.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
96.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
93.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
92.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
90.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
88.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
87.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
85.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
84.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
83.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
81.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
80.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
79.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
79.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
78.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
77.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
76.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
73.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
73.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
72.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
72.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
71.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
70.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
70.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
70.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
69.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
67.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
67.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
67.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
67.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
66.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
65.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
64.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
63.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
63.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
62.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
62.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
62.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
61.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
61.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
61.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
60.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
60.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
60.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
59.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
59.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
59.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
58.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
58.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
58.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
57.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
57.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
57.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
56.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
56.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
56.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
56.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
55.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
55.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
55.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
55.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
55.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
55.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
55.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
55.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
54.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
54.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
54.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
54.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
53.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
53.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
53.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
53.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
53.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
53.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
53.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
52.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
52.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
52.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
52.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
52.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
52.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
51.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
51.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
51.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
51.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
51.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
51.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
50.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
50.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
50.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
50.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
50.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
50.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
50.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
49.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
49.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
49.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
49.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
49.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
49.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
49.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
49.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
48.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
48.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
48.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
48.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
48.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
48.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
48.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
48.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
48.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
47.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
47.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
47.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
47.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
47.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
47.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
47.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
46.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
46.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
46.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
46.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
46.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
45.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
45.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
45.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
45.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
45.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
45.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
45.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
44.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
44.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
44.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
44.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
44.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
44.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
44.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
44.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
43.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
43.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
43.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
43.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
43.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
43.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
42.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
42.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
42.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
42.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
42.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
42.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
42.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
42.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
42.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
42.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
42.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
42.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
41.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
41.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
41.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
41.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
41.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
41.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
41.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
41.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
41.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
40.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
40.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
40.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
39.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
39.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
39.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
39.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
39.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
39.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
39.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
39.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
38.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
38.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
38.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
38.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
38.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
38.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
38.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
38.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
38.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
37.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
37.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
37.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
37.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
37.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
37.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
37.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
36.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
36.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
36.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
36.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
36.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
36.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
36.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
35.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
35.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
35.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
35.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
35.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
35.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
35.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
34.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
34.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
34.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
33.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
33.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
32.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
29.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NSMF 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
38.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
197.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
169.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
97.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
73.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
66.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
62.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
59.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
58.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
58.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
54.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
54.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
53.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
53.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
50.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
49.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
48.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
48.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
48.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
47.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
47.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
45.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
44.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
44.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
44.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
43.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
42.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
40.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
40.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
39.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
38.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
38.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
37.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
37.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
36.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
36.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
36.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
36.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
36.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
34.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
34.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
32.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
31.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
29.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
29.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
25.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
25.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
22.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
20.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
NSMF 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
39.9
Number of samples
207
Samples
Sample
Description
TPM
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
234.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
181.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
137.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
115.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
93.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
92.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
89.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
87.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
82.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
82.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
79.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
77.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
73.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
69.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
69.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
68.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
67.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
64.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
64.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
64.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
63.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
62.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
62.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
60.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
59.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
57.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
56.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
56.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
56.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
56.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
55.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
55.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
55.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
55.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
55.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
54.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
54.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
53.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
50.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
50.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
49.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
47.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
47.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
46.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
46.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
45.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
45.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
45.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
45.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
44.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
44.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
44.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
44.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
42.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
42.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
42.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
42.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
42.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
42.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
42.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
42.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
42.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
41.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
41.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
41.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
41.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
41.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
41.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
41.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
40.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
40.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
40.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
40.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
39.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
39.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
39.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
38.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
38.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
38.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
37.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
37.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
37.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
37.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
37.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
36.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
36.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
35.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
35.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
35.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
34.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
33.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
33.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
33.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
33.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
31.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
28.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.