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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.
SURF1 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
21.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
54.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
48.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
46.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
46.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
44.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
43.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
39.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
38.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
38.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
38.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
37.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
37.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
36.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
35.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
35.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
33.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
33.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
32.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
31.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
31.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
30.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
30.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
29.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
29.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
28.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
27.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
27.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
26.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
24.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 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.
SURF1 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
8.3
Number of samples
486
Samples
Sample
Description
TPM
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
8.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
7.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
7.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
6.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
6.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
6.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
6.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
6.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
6.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
6.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
6.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
6.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
5.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
5.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
5.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
5.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
5.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
5.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
5.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
5.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
5.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
5.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
5.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
5.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
5.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
5.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
5.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
5.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
5.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
4.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
4.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
4.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
4.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
4.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
4.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
3.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
3.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
2.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.0
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.
SURF1 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
22.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
46.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
40.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
39.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
39.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
34.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
34.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
33.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
33.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
33.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
32.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
32.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
31.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
30.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
26.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
21.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
19.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
SURF1 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
6.8
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
7.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
5.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
5.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
5.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
5.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
5.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
5.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
5.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
5.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
5.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
5.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
5.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
5.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
4.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
4.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
4.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
4.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
4.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
4.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
4.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
4.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
4.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
3.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
3.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
3.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
3.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
3.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
3.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
3.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
2.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
1.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
1.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
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Normal
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
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Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
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Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.7
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.8
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
