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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.
NNAT is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1459.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
2.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
1.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
1.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
1.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
1.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
1.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
1.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
1.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
1.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
1.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
1.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
1.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
NNAT 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
10.9
Number of samples
486
Samples
Sample
Description
TPM
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
40.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
38.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
8.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
7.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
6.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
6.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
6.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
6.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
6.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
6.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
6.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
5.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
5.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
5.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
5.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
5.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
5.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
5.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
5.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
5.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
5.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
5.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
4.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
4.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
4.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
4.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
4.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
4.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
4.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
4.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
4.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
4.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
4.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
4.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
4.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
4.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
4.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
4.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
4.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
4.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
4.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
4.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
4.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
4.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
4.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
4.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
4.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
3.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
3.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
3.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
3.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
3.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
3.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
3.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
3.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
3.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
3.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
3.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
3.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
3.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
3.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
2.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
2.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
2.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
2.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
2.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
1.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
1.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
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.
NNAT 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
3.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
178.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
1.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
1.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
1.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
1.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.1
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.
NNAT 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
15.4
Number of samples
207
Samples
Sample
Description
TPM
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
39.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
36.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
35.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
34.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
34.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
30.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
7.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
5.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
4.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
4.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
4.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
2.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
2.4
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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.
The Human Protein Atlas project is funded
