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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.
BOLA2-SMG1P6 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
24.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
90.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
68.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
63.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
62.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
59.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
56.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
55.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
53.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
52.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
50.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
48.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
47.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
47.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
45.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
45.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
44.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
42.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
42.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
42.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
41.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
41.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
40.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
40.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
40.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
40.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
38.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
38.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
37.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
36.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
36.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
35.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
35.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
34.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
34.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
34.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
34.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
33.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
33.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
32.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
32.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
32.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
32.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
31.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
31.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
31.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
31.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
29.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
29.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
29.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
28.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
28.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
28.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
27.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
27.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
26.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
26.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
26.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
24.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 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.
BOLA2-SMG1P6 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
12.2
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
51.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
42.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
42.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
41.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
41.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
6.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
6.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
5.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
5.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
5.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
5.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
5.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
5.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
5.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
5.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
5.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
5.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
5.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
5.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
5.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
5.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
5.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
5.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
5.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
4.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
4.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
4.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
4.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
4.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
4.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
4.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
4.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
4.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
4.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
4.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
4.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
4.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
4.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
4.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
4.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
3.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
3.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
3.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
3.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
3.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
3.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
3.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
3.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
3.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
3.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
3.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
3.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
2.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
2.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
2.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
2.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
2.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
2.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
2.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
2.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
2.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
2.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
2.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
2.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
2.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
2.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
2.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
1.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
1.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
1.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
1.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
1.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
1.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
1.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
1.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
1.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
1.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
1.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
1.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
1.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
0.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
0.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BOLA2-SMG1P6 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
23.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
58.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
49.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
48.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
47.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
46.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
46.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
39.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
38.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
37.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
37.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
37.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
33.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
33.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
33.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
33.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
31.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
26.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
25.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
22.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 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.
BOLA2-SMG1P6 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
9.4
Number of samples
207
Samples
Sample
Description
TPM
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
6.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
5.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
5.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
5.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
5.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
5.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
5.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
5.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
5.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
4.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
4.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
4.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
4.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
4.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
4.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
4.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
3.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
3.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
3.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
3.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
3.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
3.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
3.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
3.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
3.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
3.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
3.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
2.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
2.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
2.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
2.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
2.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
2.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
2.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
2.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
2.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
2.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
2.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
2.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
2.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
2.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
2.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
2.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
2.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
1.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
1.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
1.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
0.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
0.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
