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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.
STYXL1 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
29.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
130.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
87.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
68.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
59.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
58.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
56.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
55.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
54.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
54.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
54.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
53.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
51.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
51.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
51.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
50.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
50.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
50.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
49.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
49.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
49.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
48.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
48.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
46.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
46.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
46.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
46.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
46.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
45.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
45.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
45.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
43.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
43.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
42.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
42.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
41.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
41.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
40.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
40.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
39.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
39.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
39.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
39.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
38.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
38.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
38.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
38.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
38.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
38.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
38.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
37.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
37.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
36.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
36.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
36.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
36.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
36.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
36.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
35.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
35.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
35.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
35.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
35.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
35.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
35.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
35.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
34.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
34.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
34.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
33.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
33.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
33.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
33.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
33.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
33.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
32.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
32.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
32.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
32.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
31.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
31.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
31.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
31.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
31.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
30.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
30.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
29.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
29.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
28.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
27.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
23.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 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.
STYXL1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.7
Number of samples
486
Samples
Sample
Description
TPM
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
74.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
70.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
58.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
56.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
56.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
55.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
55.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
54.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
51.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
50.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
50.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
49.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
46.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
46.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
45.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
44.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
44.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
44.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
42.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
40.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
40.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
40.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
39.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
39.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
38.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
38.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
38.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
38.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
38.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
37.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
35.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
35.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
34.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
34.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
34.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
33.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
33.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
32.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
31.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
31.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
STYXL1 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
30.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
58.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
58.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
57.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
56.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
55.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
54.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
54.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
53.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
46.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
45.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
44.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
42.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
42.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
42.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
42.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
40.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
40.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
40.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
40.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
37.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
36.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
35.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
35.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
35.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
35.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
34.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
34.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
33.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
32.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
31.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
30.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
27.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
27.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
25.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STYXL1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.2
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
54.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
44.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
44.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
43.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
42.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
40.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
40.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
38.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
38.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
37.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
35.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
32.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
31.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
