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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.
NRP2 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
7.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
58.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
51.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
33.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
32.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
26.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 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.
NRP2 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
20.9
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
91.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
88.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
75.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
72.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
68.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
63.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
61.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
59.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
58.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
57.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
56.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
55.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
55.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
54.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
53.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
51.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
50.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
48.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
48.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
48.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
48.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
48.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
47.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
47.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
45.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
45.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
45.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
45.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
45.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
44.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
44.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
43.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
42.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
41.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
41.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
41.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
40.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
40.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
40.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
40.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
40.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
39.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
39.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
38.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
38.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
37.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
36.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
36.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
36.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
36.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
36.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
34.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
32.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
32.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
6.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
5.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
4.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
4.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
4.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
4.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
3.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
3.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
3.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
3.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
3.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
2.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
1.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
NRP2 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
8.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
37.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
34.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
31.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.6
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.
NRP2 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
20.6
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
105.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
69.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
68.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
67.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
65.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
62.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
61.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
61.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
58.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
57.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
54.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
53.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
51.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
45.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
44.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
41.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
41.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
41.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
40.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
40.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
39.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
39.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
38.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
36.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
34.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
30.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
3.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
3.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
3.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
3.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
2.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
2.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
2.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
1.2
41a04113-2061-4923-bca5-da586c_D2
Normal
1.2
1c070992-647b-4173-a481-904c4d_D2
Normal
1.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.9
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.8
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.8
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.8
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.7
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.6
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.7
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.8
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.9
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.9
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.9
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.9
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.9
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
