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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.
RIOX1 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
7.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 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.
RIOX1 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
9.4
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
6.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
5.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
5.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
5.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
4.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
4.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
3.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
RIOX1 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
7.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RIOX1 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
8.7
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
6.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
6.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
6.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
6.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
5.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
4.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
4.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.9
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.8
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
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
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
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
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
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
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
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
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_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
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_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
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
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
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_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
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.
The Human Protein Atlas project is funded
