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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.
SUMF1 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
22.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
56.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
53.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
48.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
48.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
41.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
39.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
39.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
38.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
37.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
37.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
36.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
34.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
33.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
33.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
33.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
32.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
32.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
32.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
32.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
31.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
31.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
30.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
29.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
28.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
27.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
SUMF1 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
15.5
Number of samples
486
Samples
Sample
Description
TPM
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.2
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.
SUMF1 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
21.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
45.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
41.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
37.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
35.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
33.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
32.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
28.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 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.
SUMF1 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
13.9
Number of samples
207
Samples
Sample
Description
TPM
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
4b263734-430f-41dc-a296-8691f0_D3
Tumor
1.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.9
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.9
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.8
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.9
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-2.3
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
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
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
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
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
