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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.
BBS2 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
15.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
37.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
33.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
28.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 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.
BBS2 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
17.0
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
41.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BBS2 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
15.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.3
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.
BBS2 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
16.5
Number of samples
207
Samples
Sample
Description
TPM
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
39.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
