We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
CTC1 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
5.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
2.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
CTC1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.9
Number of samples
486
Samples
Sample
Description
TPM
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
40.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
39.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
7.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CTC1 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
4.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
CTC1 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
14.0
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
5.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
5.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
4.9
Show allShow less
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.
The Human Protein Atlas project is funded
