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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.
NCBP3 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
4.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 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.
NCBP3 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
9.3
Number of samples
486
Samples
Sample
Description
TPM
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
7.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
7.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
6.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
6.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
6.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
6.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
6.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
6.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
6.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
6.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
5.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
5.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
5.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
5.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
5.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
5.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
5.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
5.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
5.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
5.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
4.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
3.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
NCBP3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NCBP3 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
8.6
Number of samples
207
Samples
Sample
Description
TPM
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
6.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
6.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
6.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
6.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
5.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
5.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
5.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
5.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
5.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
4.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
4.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
4.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
3.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
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Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
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Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
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Normal
0.1
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
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Normal
0.0
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Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
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Normal
0.0
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Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
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Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
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Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
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Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
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Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.9
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
