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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GTF2IRD2B 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
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
GTF2IRD2B 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
17.0
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
44.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
41.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
37.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
6.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
GTF2IRD2B 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
8.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 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.
GTF2IRD2B 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
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
