We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFRD1 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
6.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
30.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
IFRD1 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
18.6
Number of samples
486
Samples
Sample
Description
TPM
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
68.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
64.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
60.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
58.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
50.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
45.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
44.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
44.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
40.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
37.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
34.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
34.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
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.
IFRD1 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
6.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
IFRD1 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
17.4
Number of samples
207
Samples
Sample
Description
TPM
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
37.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
34.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
31.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.1
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
