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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.
TMF1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
TMF1 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
11.3
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
7.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
5.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
TMF1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
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.
TMF1 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
11.2
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
6.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
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Normal
0.2
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Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
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Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
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Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
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Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.8
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
