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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.
CWF19L1 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
9.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
CWF19L1 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
10.2
Number of samples
486
Samples
Sample
Description
TPM
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
5.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
5.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
5.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
CWF19L1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
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.
CWF19L1 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
9.5
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
6.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
4.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
3.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.9
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
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Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
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Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
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Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
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Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
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Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
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Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
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Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
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Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
