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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.
NOSTRIN 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
8.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
48.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 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.
NOSTRIN is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.3
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
78.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
69.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
65.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
58.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
58.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
52.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
47.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
46.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
43.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
40.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
40.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
40.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
39.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
39.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
36.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
6.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
5.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
5.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
4.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
4.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
3.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
3.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
3.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
1.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
NOSTRIN 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
9.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NOSTRIN 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
16.9
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
69.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
65.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
62.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
54.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
41.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
39.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
5.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
4.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
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Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
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Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
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Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
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Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
