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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.
NHLRC3 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
13.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
66.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
54.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
47.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
33.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
32.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
31.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
30.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
NHLRC3 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
15.9
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
75.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
59.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
46.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
38.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
NHLRC3 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
15.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
52.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
43.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NHLRC3 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
17.5
Number of samples
207
Samples
Sample
Description
TPM
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
41.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
39.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
37.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
36.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
36.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.8
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
