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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.
NIPAL2 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
11.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
38.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
31.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
28.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
27.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
NIPAL2 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
19.5
Number of samples
486
Samples
Sample
Description
TPM
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
61.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
53.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
51.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
50.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
48.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
46.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
46.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
45.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
43.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
43.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
43.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
42.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
42.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
40.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
39.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
39.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
39.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
38.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
38.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
38.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
38.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
38.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
37.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
36.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
35.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
34.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
34.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
5.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
5.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
3.9
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.
NIPAL2 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
12.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
28.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NIPAL2 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
21.4
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
53.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
50.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
49.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
48.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
40.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
39.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
37.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
37.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
35.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
34.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
34.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
31.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_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
