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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.
NBPF20 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
NBPF20 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.1
Number of samples
486
Samples
Sample
Description
TPM
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
57.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
45.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
42.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
33.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
6.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
6.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
6.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
5.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
4.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NBPF20 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
NBPF20 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
13.2
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
6.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
