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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.
TCERG1 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
12.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
TCERG1 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
18.6
Number of samples
486
Samples
Sample
Description
TPM
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
47.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
37.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
36.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
TCERG1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
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.
TCERG1 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
18.0
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
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
