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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.
NIPAL3 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-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
NIPAL3 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
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
36.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NIPAL3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NIPAL3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.9
Number of samples
207
Samples
Sample
Description
TPM
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
22.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.3
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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
