We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
RANBP9 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
14.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 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.
RANBP9 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
26.8
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
50.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
43.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
41.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
39.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
38.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
38.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
36.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
36.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
36.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
35.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
35.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
35.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
34.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
33.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
33.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
32.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
RANBP9 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.0
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.
RANBP9 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
25.3
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
40.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
39.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.3
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
