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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CLCC1 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
11.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
CLCC1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.0
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
41.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
CLCC1 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CLCC1 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
17.4
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
32.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
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Tumor
0.3
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Tumor
0.3
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Normal
0.2
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Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.1
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Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
-0.1
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Normal
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Tumor
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Normal
-0.1
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Normal
-0.1
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Tumor
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Tumor
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
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Tumor
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Tumor
-0.1
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Tumor
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Normal
-0.1
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Tumor
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Tumor
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
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Normal
-0.2
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Tumor
-0.2
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Tumor
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Tumor
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Tumor
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.3
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Tumor
-0.3
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Tumor
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Tumor
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Tumor
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Tumor
-0.4
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Tumor
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Tumor
-0.4
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Normal
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.6
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Tumor
-0.6
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Tumor
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.4
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
