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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.
INO80D 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
2.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
1.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
1.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
1.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
INO80D 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
11.7
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
7.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
6.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
5.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.9
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.
INO80D 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
2.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
2.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
1.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
INO80D 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
11.2
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
