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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.
STRBP 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
19.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
42.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
40.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
40.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
38.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
33.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
30.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
28.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
25.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
24.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
22.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.3
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.
STRBP 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
24.7
Number of samples
486
Samples
Sample
Description
TPM
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
69.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
59.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
48.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
44.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
44.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
44.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
43.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
42.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
41.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
40.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
40.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
39.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
37.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
32.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
STRBP 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
20.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
32.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
31.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
24.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
STRBP is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.6
Number of samples
207
Samples
Sample
Description
TPM
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
38.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
38.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
37.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
36.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.3
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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
0.7
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.2
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
