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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.
PLXDC2 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
5.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
72.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
40.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 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.
PLXDC2 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
17.0
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
62.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
60.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
53.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
51.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
50.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
46.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
44.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
44.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
44.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
43.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
41.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
37.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
36.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
34.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
33.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
5.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
4.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
3.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
3.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
3.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
2.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
2.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
2.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
2.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
2.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
2.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
2.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
1.2
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.
PLXDC2 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
4.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
33.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.3
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.
PLXDC2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.6
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
52.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
47.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
47.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
46.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
39.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
39.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
38.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
38.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
35.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
5.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
5.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
4.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
4.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
3.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
3.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
3.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
1.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.8
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.8
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.8
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.1
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
