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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.
PLXNC1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
PLXNC1 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
12.9
Number of samples
486
Samples
Sample
Description
TPM
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
31.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
5.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
4.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
4.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
4.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
4.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
3.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
PLXNC1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLXNC1 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
11.5
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
40.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
5.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
5.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
0c330883-ab58-4a5a-bff7-07d283_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.
The Human Protein Atlas project is funded
