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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.
RBBP8 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
15.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
57.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
45.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
44.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
36.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
33.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
32.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
28.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
28.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
24.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
22.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RBBP8 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
31.8
Number of samples
486
Samples
Sample
Description
TPM
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
96.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
96.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
81.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
76.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
73.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
72.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
71.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
71.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
70.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
69.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
67.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
65.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
64.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
60.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
59.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
59.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
58.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
58.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
58.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
58.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
57.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
57.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
56.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
55.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
55.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
55.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
54.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
54.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
53.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
53.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
53.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
52.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
52.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
52.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
52.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
52.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
52.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
52.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
51.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
51.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
51.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
51.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
50.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
50.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
50.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
50.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
50.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
49.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
49.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
49.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
49.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
49.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
48.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
48.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
48.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
48.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
48.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
48.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
47.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
47.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
47.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
47.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
47.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
47.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
46.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
46.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
46.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
46.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
46.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
46.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
46.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
46.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
45.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
45.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
45.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
45.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
45.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
45.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
44.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
44.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
44.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
44.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
44.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
44.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
44.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
43.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
43.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
43.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
43.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
43.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
42.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
42.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
42.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
42.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
42.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
41.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
41.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
41.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
41.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
41.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
41.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
41.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
41.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
40.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
40.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
40.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
40.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
40.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
40.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
39.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
39.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
39.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
39.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
39.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
39.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
39.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
38.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
38.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
38.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
38.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
38.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
38.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
38.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
37.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
37.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
37.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
36.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
36.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
36.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
34.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
34.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
34.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
33.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
33.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
33.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
33.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
33.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
31.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
29.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
4.5
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.
RBBP8 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
13.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
24.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.2
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.
RBBP8 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
25.9
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
72.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
62.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
61.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
60.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
60.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
56.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
50.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
49.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
49.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
48.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
45.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
44.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
44.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
43.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
42.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
42.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
41.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
41.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
40.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
39.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
39.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
39.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
38.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
38.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
37.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
37.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
36.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
36.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
35.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
32.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
32.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
28.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
27.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.1
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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
