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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.
NPAT 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
3.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 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.
NPAT 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
15.1
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
NPAT 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
3.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.6
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.
NPAT 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
14.3
Number of samples
207
Samples
Sample
Description
TPM
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.9
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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
