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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.
CXorf38 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
10.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 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.
CXorf38 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
14.2
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.0
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.
CXorf38 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
10.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.0
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.
CXorf38 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
13.5
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
31.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
22.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.7
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.7
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
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Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
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Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-1.3
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
