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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.
NISCH 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
17.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
35.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
30.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
27.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
25.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
24.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
NISCH 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
28.8
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
71.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
59.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
49.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
46.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
46.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
45.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
44.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
42.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
42.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
42.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
42.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
41.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
41.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
41.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
41.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
41.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
41.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
40.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
40.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
40.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
40.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
39.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
39.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
39.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
39.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
39.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
39.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
38.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
38.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
37.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
37.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
37.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
36.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
36.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
36.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
36.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
36.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
35.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
35.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
35.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
33.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
33.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
31.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
30.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NISCH 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
16.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
27.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
NISCH 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
30.3
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
69.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
57.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
52.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
50.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
50.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
48.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
47.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
46.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
45.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
45.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
45.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
45.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
44.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
44.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
44.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
43.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
43.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
43.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
42.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
42.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
40.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
39.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
39.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
39.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
38.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
38.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
38.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
38.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
38.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
37.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
37.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
36.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
36.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
36.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
35.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
35.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
35.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
34.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
34.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
33.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
33.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
33.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
32.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
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Normal
0.2
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Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
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Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
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Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
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Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
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Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
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Tumor
0.0
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Normal
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.8
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.0
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
