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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.
CTR9 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
15.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
40.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
CTR9 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
23.3
Number of samples
486
Samples
Sample
Description
TPM
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
38.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
34.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
34.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
CTR9 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
CTR9 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
21.7
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
35.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
32.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.8
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
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Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
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Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
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Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
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Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
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Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
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Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
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Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
