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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.
NBPF19 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
56.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
NBPF19 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
33.5
Number of samples
486
Samples
Sample
Description
TPM
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
84.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
73.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
71.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
70.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
68.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
68.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
66.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
65.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
64.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
63.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
63.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
62.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
61.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
61.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
60.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
59.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
59.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
58.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
58.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
57.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
57.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
56.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
56.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
55.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
55.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
54.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
54.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
54.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
54.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
53.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
53.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
53.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
53.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
53.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
53.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
52.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
52.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
52.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
52.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
52.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
51.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
51.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
51.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
51.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
50.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
50.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
50.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
50.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
50.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
49.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
49.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
49.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
49.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
48.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
48.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
48.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
48.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
48.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
48.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
48.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
48.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
48.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
48.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
47.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
47.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
47.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
47.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
46.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
46.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
46.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
46.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
46.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
46.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
46.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
45.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
45.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
45.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
45.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
45.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
45.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
45.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
44.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
44.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
44.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
44.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
44.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
44.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
44.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
44.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
44.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
43.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
43.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
43.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
43.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
43.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
43.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
43.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
42.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
42.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
42.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
42.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
42.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
42.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
41.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
41.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
41.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
41.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
41.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
40.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
40.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
40.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
40.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
40.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
40.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
39.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
39.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
39.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
39.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
39.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
39.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
39.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
39.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
39.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
39.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
39.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
39.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
38.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
38.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
38.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
38.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
38.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
38.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
38.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
37.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
37.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
37.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
37.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
37.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
37.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
37.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
37.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
37.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
37.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
36.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
36.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
36.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
36.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
36.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
36.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
36.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
36.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
36.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
36.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
35.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
35.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
35.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
34.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
33.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
33.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
32.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
3.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
2.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.6
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.
NBPF19 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
5.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.5
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.
NBPF19 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
30.9
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
76.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
73.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
67.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
65.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
65.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
56.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
54.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
53.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
52.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
52.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
51.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
51.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
50.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
49.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
49.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
49.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
49.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
49.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
48.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
47.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
46.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
46.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
46.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
46.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
46.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
42.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
42.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
41.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
41.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
41.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
41.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
41.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
41.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
41.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
40.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
40.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
40.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
40.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
39.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
39.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
38.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
37.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
37.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
37.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
36.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
36.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
36.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
35.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
34.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
34.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
34.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
33.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
32.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
32.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
31.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
