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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.
TMCC3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
TMCC3 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
14.2
Number of samples
486
Samples
Sample
Description
TPM
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
85.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
47.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
47.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
39.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
37.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
37.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
34.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
5.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
5.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
4.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
4.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
4.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
4.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
3.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
3.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
3.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
3.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
3.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
2.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
2.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
2.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
1.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
1.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
TMCC3 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
TMCC3 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
11.7
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
46.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
7.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
6.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
6.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
5.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
5.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
5.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
4.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
3.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
3.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
3.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
2.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
2.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
2.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
1.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
1.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
1.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
1.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.9
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.9
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.8
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.8
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.8
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.7
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-2.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
