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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.
TTLL4 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
8.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
TTLL4 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
22.2
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
55.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
55.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
55.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
46.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
42.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
41.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
40.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
39.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
39.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
36.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
35.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
TTLL4 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
8.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.6
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.
TTLL4 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
21.2
Number of samples
207
Samples
Sample
Description
TPM
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
79.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
53.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
41.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
41.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
