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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RBM4B 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
9.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 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.
RBM4B is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.1
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
RBM4B 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
9.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RBM4B 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
12.2
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
