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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.
SPNS1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
98.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
95.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
77.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
72.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
71.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
64.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
63.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
59.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
58.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
56.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
55.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
55.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
55.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
55.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
54.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
54.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
54.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
54.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
53.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
52.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
52.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
52.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
51.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
51.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
51.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
50.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
49.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
48.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
48.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
47.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
47.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
46.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
46.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
46.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
45.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
45.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
45.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
45.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
45.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
45.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
45.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
44.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
44.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
43.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
43.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
43.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
43.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
43.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
42.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
42.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
42.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
42.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
42.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
42.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
42.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
41.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
41.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
41.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
40.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
40.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
39.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
39.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
39.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
39.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
39.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
39.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
38.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
38.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
38.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
38.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
38.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
38.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
37.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
37.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
37.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
36.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
36.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
36.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
36.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
36.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
36.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
35.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
35.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
34.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
34.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
34.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
33.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
33.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
33.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
33.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
33.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
33.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
32.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
32.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
32.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
31.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
31.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
31.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
31.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
30.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
30.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
30.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
30.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
29.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
29.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
29.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
29.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
28.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
27.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
26.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
26.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
26.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
26.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
24.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
21.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
20.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
SPNS1 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
27.1
Number of samples
486
Samples
Sample
Description
TPM
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
59.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
56.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
55.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
55.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
53.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
52.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
51.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
49.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
48.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
45.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
45.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
43.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
43.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
41.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
41.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
41.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
40.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
40.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
40.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
40.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
40.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
39.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
39.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
39.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
39.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
39.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
39.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
38.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
38.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
37.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
36.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
36.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
36.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
36.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
35.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
35.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
35.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
34.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
34.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
SPNS1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
73.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
62.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
48.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
45.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
45.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
43.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
42.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
41.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
40.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
40.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
39.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
39.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
39.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
38.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
37.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
37.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
37.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
36.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
35.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
35.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
35.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
35.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
34.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
34.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
34.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
33.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
33.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
33.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
31.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
31.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
30.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
29.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
29.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
29.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
29.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
28.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
26.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
25.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
23.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
SPNS1 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
27.0
Number of samples
207
Samples
Sample
Description
TPM
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
52.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
48.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
46.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
45.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
45.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
44.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
43.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
41.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
41.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
40.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
40.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
39.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
39.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
39.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
37.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
34.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
34.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
33.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
31.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
31.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.9
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.8
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.7
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.7
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.7
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.8
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-1.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-2.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
